AI & Machine Learning Services for Clarendon Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Clarendon or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Clarendon services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Clarendon or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a business owner or decision-maker in Clarendon, New South Wales, Australia, you understand the importance of innovation and reliability in staying ahead of the competition. That's why partnering with COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, can be a game-changer for your organization. With our expertise and capabilities, we've helped numerous businesses across Clarendon, New South Wales, Australia and throughout Australia achieve their goals. At COLETEK, we take pride in our trusted national reputation built on the foundation of our diverse engineering and product development capabilities. Our team of experts has an innate ability to listen, collaborate, and deliver innovative solutions tailored to meet the unique needs of businesses like yours operating in Clarendon, New South Wales, Australia. Serving businesses across Clarendon, New South Wales, Australia, we understand the challenges of our clients and are committed to providing them with reliable, effective, and efficient engineering and product development services. Our capabilities encompass a broad range of disciplines, including mechanical design, electrical systems, software development, and materials science, ensuring that we can tackle even the most complex problems. Operating throughout Clarendon, New South Wales, Australia, COLETEK's multidisciplinary approach enables us to understand your specific needs and develop tailored solutions that drive success. We're proud of our history of working closely with local businesses in Clarendon, New South Wales, Australia and beyond. By partnering with COLETEK for your business in Clarendon, New South Wales, Australia, you can rest assured that we'll be there every step of the way to support your endeavors. Our commitment to excellence, reliability, and innovation sets us apart as a trusted engineering and product development partner operating throughout Clarendon, New South Wales, Australia.